The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 505 541 626
Rank change year-on-year
+36 +85
Permanent jobs citing Predictive Analytics 107 116 33
As % of all permanent IT jobs located in London 0.28% 0.26% 0.070%
As % of the Processes & Methodologies category 0.31% 0.30% 0.081%
Number of salaries quoted 99 80 22
Median salary £67,500 £60,000 £63,000
Median salary % change year-on-year
+12.50% -4.76%
90% offered a salary of more than £42,500 £36,000 £32,750
10% offered a salary of more than £100,000 £90,100 £89,750
UK excluding London median salary £57,500 £42,500 £50,000
% change year-on-year
+35.29% -15.00%
Predictive Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
34720 38836 40986
As % of all permanent IT jobs located in London 89.82% 88.26% 87.06%
Number of salaries quoted 30078 32731 33779
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in London

Predictive Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics across the London region.

Predictive Analytics Salary Trend in London

Predictive Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the London region over the 3 months to 28 August 2016.

Predictive Analytics Salary Histogram in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 28 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +43 6 £41,250 -21.42%
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 28 August 2016, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Predictive Analytics.

1 186 (100.00%) Analytics
2 106 (56.99%) Machine Learning
3 102 (54.84%) Big Data
4 78 (41.94%) SQL
5 69 (37.10%) R
6 68 (36.56%) Python
7 67 (36.02%) Business Intelligence
7 67 (36.02%) Agile Software Development
8 56 (30.11%) Analytical Skills
9 55 (29.57%) Java
10 43 (23.12%) Data Warehouse
11 41 (22.04%) Microsoft Azure
12 39 (20.97%) Statistics
13 38 (20.43%) Visualisation
14 37 (19.89%) Degree
15 36 (19.35%) Finance
16 34 (18.28%) Microsoft
16 34 (18.28%) Mathematics
16 34 (18.28%) Computer Science
17 32 (17.20%) Hadoop
18 31 (16.67%) Predictive Modelling
18 31 (16.67%) Tableau
18 31 (16.67%) Algorithms
18 31 (16.67%) SQL Server Integration Services
18 31 (16.67%) PhD
19 29 (15.59%) SQL Server
19 29 (15.59%) Scrum
19 29 (15.59%) SQL Server Reporting Services
19 29 (15.59%) Power BI
20 28 (15.05%) Performance Management

Predictive Analytics
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 27 (14.52%) SAS
2 19 (10.22%) Apache Spark
3 17 (9.14%) SharePoint
4 11 (5.91%) Apache Pig
5 6 (3.23%) Elasticsearch
6 5 (2.69%) ArcGIS
6 5 (2.69%) JBoss
7 4 (2.15%) Oracle SOA Suite
8 3 (1.61%) Apache Solr
8 3 (1.61%) Confluence
9 2 (1.08%) Apache
10 1 (0.54%) NServiceBus
Applications
1 15 (8.06%) MS Excel
2 10 (5.38%) SPSS
3 7 (3.76%) MS PowerPoint
4 1 (0.54%) Stata
Business Applications
1 3 (1.61%) Oracle BPM
2 2 (1.08%) SAP Oil and Gas
3 1 (0.54%) Cognos TM1
3 1 (0.54%) Relativity
Cloud Services
1 41 (22.04%) Microsoft Azure
2 17 (9.14%) Amazon AWS
2 17 (9.14%) PaaS
3 9 (4.84%) Azure Machine Learning
4 8 (4.30%) Google Cloud Platform
5 7 (3.76%) Cloud Computing
5 7 (3.76%) Data Lake Analytics
5 7 (3.76%) IaaS
6 2 (1.08%) SaaS
7 1 (0.54%) Adobe Analytics
7 1 (0.54%) Amazon EC2
7 1 (0.54%) Amazon EMR
7 1 (0.54%) Amazon Kinesis
7 1 (0.54%) Amazon S3
7 1 (0.54%) GitHub
7 1 (0.54%) Google Analytics
7 1 (0.54%) iPaaS
7 1 (0.54%) Office 365
Communications & Networking
1 4 (2.15%) Internet
2 2 (1.08%) DNS
2 2 (1.08%) Firewall
2 2 (1.08%) Wireless
3 1 (0.54%) FTP
3 1 (0.54%) SMTP
Database & Business Intelligence
1 102 (54.84%) Big Data
2 43 (23.12%) Data Warehouse
3 32 (17.20%) Hadoop
4 31 (16.67%) SQL Server Integration Services
5 29 (15.59%) Power BI
5 29 (15.59%) SQL Server
5 29 (15.59%) SQL Server Reporting Services
6 27 (14.52%) Data Mining
7 24 (12.90%) HDInsight
7 24 (12.90%) SQL Server Analysis Services
8 22 (11.83%) NoSQL
9 19 (10.22%) QlikView
10 18 (9.68%) Apache Hive
11 13 (6.99%) SQL Server 2014
12 12 (6.45%) Neo4j
13 11 (5.91%) Relational Database
14 10 (5.38%) HBase
14 10 (5.38%) OLAP
15 8 (4.30%) Apache Cassandra
16 7 (3.76%) Azure SQL Database
Development Applications
1 9 (4.84%) JIRA
2 7 (3.76%) Visual Studio
2 7 (3.76%) Visual Studio Tools for Office
3 6 (3.23%) IntelliJ
3 6 (3.23%) JUnit
3 6 (3.23%) Maven
4 3 (1.61%) Cucumber
4 3 (1.61%) Selenium
4 3 (1.61%) SpecFlow
5 1 (0.54%) Git (software)
5 1 (0.54%) Hudson
5 1 (0.54%) Jenkins
5 1 (0.54%) Ranorex
5 1 (0.54%) SQL Server Management Studio (SSMS)
5 1 (0.54%) Subversion
5 1 (0.54%) TeamCity
General
1 36 (19.35%) Finance
2 22 (11.83%) Marketing
3 14 (7.53%) Retail
4 8 (4.30%) Banking
4 8 (4.30%) Telecoms
5 3 (1.61%) Games
5 3 (1.61%) Law
5 3 (1.61%) Legal
5 3 (1.61%) Manufacturing
5 3 (1.61%) Publishing
6 2 (1.08%) Advertising
6 2 (1.08%) Electronics
6 2 (1.08%) Investment Banking
6 2 (1.08%) Pharmaceutical
7 1 (0.54%) Billing
7 1 (0.54%) Danish Language
7 1 (0.54%) French Language
7 1 (0.54%) Front Office
7 1 (0.54%) German Language
7 1 (0.54%) Norwegian Language
Job Titles
1 34 (18.28%) Data Scientist
2 31 (16.67%) Consultant
3 23 (12.37%) Analyst
4 19 (10.22%) Developer
4 19 (10.22%) Microsoft Consultant
5 14 (7.53%) Machine Learning Scientist
5 14 (7.53%) Software Engineer
6 13 (6.99%) Business Intelligence Consultant
7 12 (6.45%) Microsoft BI Consultant
8 11 (5.91%) Business Consultant
9 10 (5.38%) Architect
9 10 (5.38%) Big Data Developer
10 9 (4.84%) Analytics Consultant
10 9 (4.84%) Java Developer
10 9 (4.84%) Senior Data Scientist
11 8 (4.30%) Project Manager
12 7 (3.76%) Data Architect
12 7 (3.76%) Principal Consultant
12 7 (3.76%) SAS Analyst
12 7 (3.76%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 27 (14.52%) .NET
2 21 (11.29%) Natural Language Processing
3 17 (9.14%) D3.js
4 15 (8.06%) HTML
4 15 (8.06%) REST
5 12 (6.45%) CSS
5 12 (6.45%) Kafka
6 9 (4.84%) Hibernate
6 9 (4.84%) Spring
7 8 (4.30%) HTML5
7 8 (4.30%) Leaflet
7 8 (4.30%) Web Services
8 7 (3.76%) Apache Flex
9 6 (3.23%) SOAP
10 5 (2.69%) ActiveMQ
10 5 (2.69%) J2EE
10 5 (2.69%) JMS
10 5 (2.69%) RabbitMQ
11 4 (2.15%) JSF
11 4 (2.15%) Oracle ADF
Miscellaneous
1 56 (30.11%) Analytical Skills
2 39 (20.97%) Statistics
3 38 (20.43%) Visualisation
4 34 (18.28%) Computer Science
4 34 (18.28%) Mathematics
5 31 (16.67%) Algorithms
6 27 (14.52%) Neural Network
7 16 (8.60%) Artificial Intelligence
7 16 (8.60%) Mobile App
8 15 (8.06%) Fintech
9 13 (6.99%) Physics
10 8 (4.30%) Blockchain
10 8 (4.30%) PMI
11 7 (3.76%) Economics
12 6 (3.23%) Clustering
12 6 (3.23%) Credit Risk
13 5 (2.69%) Digital Media
14 4 (2.15%) User Experience
15 3 (1.61%) Data Structures
15 3 (1.61%) Life Science
Operating Systems
1 17 (9.14%) Linux
2 15 (8.06%) Windows
3 4 (2.15%) Unix
4 2 (1.08%) Mac OS X
4 2 (1.08%) Windows 7
4 2 (1.08%) Windows 8
4 2 (1.08%) Windows Server
4 2 (1.08%) Windows Server 2012
Processes & Methodologies
1 186 (100.00%) Analytics
2 106 (56.99%) Machine Learning
3 67 (36.02%) Agile Software Development
3 67 (36.02%) Business Intelligence
4 31 (16.67%) Predictive Modelling
5 29 (15.59%) Scrum
6 28 (15.05%) Performance Management
7 24 (12.90%) Data Analytics
8 23 (12.37%) Waterfall
9 20 (10.75%) Presales
9 20 (10.75%) Software Engineering
10 17 (9.14%) Data Management
11 16 (8.60%) Kimball Methodology
11 16 (8.60%) Mobile Application Development
12 15 (8.06%) Data Analysis
12 15 (8.06%) Data Modelling
12 15 (8.06%) Project Planning
13 14 (7.53%) Data Visualisation
13 14 (7.53%) MapReduce
14 13 (6.99%) Business Development
Programming Languages
1 78 (41.94%) SQL
2 69 (37.10%) R
3 68 (36.56%) Python
4 55 (29.57%) Java
5 21 (11.29%) C#
5 21 (11.29%) JavaScript
6 14 (7.53%) C++
7 13 (6.99%) Scala
8 10 (5.38%) C
8 10 (5.38%) MATLAB
8 10 (5.38%) Ruby
9 9 (4.84%) T-SQL
10 8 (4.30%) PHP
11 5 (2.69%) Clojure
12 4 (2.15%) Perl
12 4 (2.15%) PL/SQL
13 3 (1.61%) Julia
13 3 (1.61%) VBA
14 1 (0.54%) Data Analysis Expressions (DAX)
14 1 (0.54%) Go
Qualifications
1 37 (19.89%) Degree
2 31 (16.67%) PhD
3 12 (6.45%) Microsoft Certification
4 8 (4.30%) PMI Certification
4 8 (4.30%) PMP
4 8 (4.30%) Security Cleared
5 7 (3.76%) BC Cleared
6 1 (0.54%) CIMA
6 1 (0.54%) ISTQB
6 1 (0.54%) MBA
6 1 (0.54%) Postgraduate
6 1 (0.54%) SC Cleared
Quality Assurance & Compliance
1 8 (4.30%) GCP
2 5 (2.69%) Data Quality
2 5 (2.69%) QA
3 1 (0.54%) SNOMED CT
System Software
1 7 (3.76%) Virtual Machines
2 6 (3.23%) Docker
3 2 (1.08%) VMware Infrastructure
4 1 (0.54%) Apache Flume
Systems Management
1 1 (0.54%) Puppet
Vendors
1 34 (18.28%) Microsoft
2 31 (16.67%) Tableau
3 21 (11.29%) Oracle
4 9 (4.84%) IBM
5 8 (4.30%) Alteryx
5 8 (4.30%) SAP
5 8 (4.30%) TOWER Software
6 5 (2.69%) Google
6 5 (2.69%) Mapinfo
7 4 (2.15%) Facebook
7 4 (2.15%) MicroStrategy
8 3 (1.61%) Atlassian
8 3 (1.61%) Informatica
8 3 (1.61%) Sybase
9 2 (1.08%) MapR
9 2 (1.08%) VMware
10 1 (0.54%) Clarabridge
10 1 (0.54%) Cloudera
10 1 (0.54%) Hortonworks
10 1 (0.54%) MuleSoft
London
Computer Futures
Salary: £100000 - £135000 per annum + Double OTE
Posted: 3 days ago
South West London
Revolution Technology
Salary: From £50,000 to £75,000 per annum
Posted: 5 days ago
London
onezeero.
Salary: £75000 - £100000 per annum + Bonus & Bens
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £70000.00 per annum + benefits
Posted: 4 days ago
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 5 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £50,000 to £65,000 per annum + 15% flex benefits
Posted: 4 days ago
London
Colston Consulting
Salary: £45000 - £55000 per annum
Posted: 5 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: 4 days ago
London
Client Server
Salary: £90,000 - £120,000+ per year
Posted: 13 days ago
London
Lawrence Harvey
Salary: £60000 - £75000 per annum + bonus, flex benefits
Posted: 24 days ago